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Sardar Afra
Sardar Afra
Manager of Data Science at American Family Insurance
Verified email at amfam.com
Title
Cited by
Cited by
Year
Heterogeneous reservoir characterization using efficient parameterization through higher order svd (hosvd)
S Afra, E Gildin, M Tarrahi
2014 American Control Conference, 147-152, 2014
362014
Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD)
E gildin, S Afra, M Tarrahi
American Control Conference, 2014
362014
A novel automated and probabilistic EOR screening method to integrate theoretical screening criteria and real field EOR practices using machine learning algorithms
M Tarrahi, S Afra, I Surovets
SPE Russian Petroleum Technology Conference?, SPE-176725-MS, 2015
352015
Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD)
S Afra, E Gildin
Computers & geosciences 94, 110-120, 2016
282016
Permeability parametrization using higher order singular value decomposition (hosvd)
E Gildin, S Afra
12 th International Conference on Machine Learning and Applications, 2013
242013
Assisted EOR Screening Approach for CO2 Flooding with Bayesian Classification and Integrated Feature Selection Techniques
S Afra, M Tarrahi
Carbon Management Technology Conference, CMTC-440237-MS, 2015
162015
Efficient inference of reservoir parameter distribution utilizing higher order SVD Reparameterization
S Afra, E Gildin
ECMOR XIV-14th European Conference on the Mathematics of Oil Recovery 2014 …, 2014
132014
A multi-input multi-label claims channeling system using insurance-based language models
A Dimri, A Paul, D Girish, P Lee, S Afra, A Jakubowski
Expert Systems with Applications 202, 117166, 2022
92022
Optimization of Geological Carbon Sequestration in Heterogeneous Saline Aquifers through Managed Injection for Uniform CO2 Distribution
M Tarrahi, S Afra
Carbon Management Technology Conference, CMTC-440233-MS, 2015
82015
Studying the possibility of peaking phenomenon in linear support vector machines with non-separable data
S Afra, U Braga-Neto
2011 IEEE International Workshop on Genomic Signal Processing and Statistics …, 2011
82011
An efficient EOR screening approach with statistical pattern recognition: impact of rock/fluid feature selection and extraction
S Afra, M Tarrahi
Offshore Technology Conference, D041S045R007, 2016
72016
Enhancing claims handling processes with insurance based language models
A Dimri, S Yerramilli, P Lee, S Afra, A Jakubowski
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
62019
A cnn model for measuring driver risk using synthetic images from accelerometer data
D Wang, B Gopalakrishnan, S Afra, AR Wisseman
Proceedings of the 1st SIAM Workshop on Artificial Intelligence in Insurance, 2018
42018
Improved geological model calibration through sparsity-promoting Ensemble Kalman filter
M Tarrahi, S Afra
Offshore Technology Conference, D041S056R006, 2016
42016
Heterogeneous Reservoir Characterization Utilizing Efficient Geology Preserving Reservoir Parameterization through Higher Order Singular Value Decomposition (HOSVD)
S Afra
42015
Geological Carbon Sequestration Optimization via Injection Scenario Management Posters
M Tarrahi, S Afra
2016 AGU Fall Meeting, 2016
2016
Markov-Chain Monte Carlo with Locally Varying Mean Kriging for Improved Reservoir Model Calibration and Uncertainty Assessment
M Tarrahi, S Afra
SPE Europec featured at EAGE Conference and Exhibition?, SPE-180189-MS, 2016
2016
Assisted History Matching and Uncertainty Analysis by Geologically Consistent Sampling
M Tarrahi, S Afra, Y BuSaleh
SPE Kingdom of Saudi Arabia Annual Technical Symposium and Exhibition, SPE …, 2016
2016
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